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System, Method, and Computer Program Product for Incorporating Knowledge from More Complex Models in Simpler Models
System, Method, and Computer Program Product for Incorporating Knowledge from More Complex Models in Simpler Models
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机译：用于将来自更复杂模型的知识整合到更简单模型中的系统，方法和计算机程序产品
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摘要
A system, method, and computer program product for incorporating knowledge from more complex models in simpler models. A method may include obtaining first training data associated with a first set of features and second training data associated with a second set of features different than the first set of features; training a first model based on the first training data and the second training data; and training a second model, using a loss function that depends on an output of an intermediate layer of the first model and an output of the second model, based on the second training data.
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